GitHub - Mashghdoust/detecting-players-in-a-football-match: In this project I have designed a program that can detect the players in a soccer match. the project includes video processing, image processing such as filtering and erosion and dilation, homographic transforms, and a simple CNN model to label the players of different teams and referee.

Name		Name	Last commit message	Last commit date
2D_field.png		2D_field.png
Blue_test.zip		Blue_test.zip
Blue_train.zip		Blue_train.zip
Computer_Vision_Project.ipynb		Computer_Vision_Project.ipynb
Red_test.zip		Red_test.zip
Red_train.zip		Red_train.zip
Referee_test.zip		Referee_test.zip
Referee_train.zip		Referee_train.zip
output.mp4		output.mp4

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In this project I have designed a program that can detect the players in a soccer match. the project includes video processing, image processing such as filtering and erosion and dilation, homographic transforms, and a simple CNN model to label the players of different teams and referee.

cnn-classification computer-vision image-processing video-processing

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